Profiling Report

Dataset statistics

Number of variables	25
Number of observations	129547
Missing cells	225709
Missing cells (%)	7.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	24.7 MiB
Average record size in memory	200.0 B

Variable types

Numeric	11
Text	4
Categorical	9
DateTime	1

Alerts

`ACC_ID` is highly overall correlated with `OBJECTID`	High correlation
`EVENT_NATURE` is highly overall correlated with `EVENT_TYPE`	High correlation
`EVENT_TYPE` is highly overall correlated with `EVENT_NATURE`	High correlation
`LATITUDE` is highly overall correlated with `Y`	High correlation
`LONGITUDE` is highly overall correlated with `X`	High correlation
`OBJECTID` is highly overall correlated with `ACC_ID`	High correlation
`X` is highly overall correlated with `LONGITUDE`	High correlation
`Y` is highly overall correlated with `LATITUDE`	High correlation
`TOTAL_TRUCK_INVOLVED` is highly imbalanced (85.4%)	Imbalance
`TOTAL_HEAVY_TRUCK_INVOLVED` is highly imbalanced (93.4%)	Imbalance
`TOTAL_MOTOR_CYCLE_INVOLVED` is highly imbalanced (88.8%)	Imbalance
`TOTAL_PEDESTRIANS_INVOLVED` is highly imbalanced (94.5%)	Imbalance
`INTERSECTION_NO` has 60975 (47.1%) missing values	Missing
`INTERSECTION_DESC` has 60975 (47.1%) missing values	Missing
`EVENT_NATURE` has 7767 (6.0%) missing values	Missing
`EVENT_TYPE` has 95881 (74.0%) missing values	Missing
`OBJECTID` is uniformly distributed	Uniform
`OBJECTID` has unique values	Unique
`ACC_ID` has unique values	Unique
`SLK` has 3825 (3.0%) zeros	Zeros
`TOTAL_BIKE_INVOLVED` has 126868 (97.9%) zeros	Zeros
`TOTAL_OTHER_VEHICLES_INVOLVED` has 8156 (6.3%) zeros	Zeros

Reproduction

Analysis started	2023-12-14 14:18:48.576826
Analysis finished	2023-12-14 14:19:09.763634
Duration	21.19 seconds
Software version	ydata-profiling vv4.6.3
Download configuration	config.json

X
Real number (ℝ)

HIGH CORRELATION

Distinct	60258
Distinct (%)	46.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	116.03808

Minimum	105.66151
Maximum	128.91782
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1012.2 KiB

Quantile statistics

Minimum	105.66151
5-th percentile	115.69315
Q1	115.79621
median	115.85523
Q3	115.93419
95-th percentile	116.83737
Maximum	128.91782
Range	23.256317
Interquartile range (IQR)	0.137972

Descriptive statistics

Standard deviation	1.0616833
Coefficient of variation (CV)	0.0091494393
Kurtosis	52.381959
Mean	116.03808
Median Absolute Deviation (MAD)	0.068805
Skewness	6.4837667
Sum	15032385
Variance	1.1271715
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
115.730422	273	0.2%
115.812809	238	0.2%
115.938151	202	0.2%
115.997043	169	0.1%
115.917819	164	0.1%
116.014046	161	0.1%
115.945186	156	0.1%
115.83769	153	0.1%
115.854355	151	0.1%
115.842203	151	0.1%
Other values (60248)	127729	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
105.661505	1	< 0.1%
113.402441	1	< 0.1%
113.457191	1	< 0.1%
113.532843	1	< 0.1%
113.534861	1	< 0.1%
113.538132	2	< 0.1%
113.540271	1	< 0.1%
113.552467	1	< 0.1%
113.56344	1	< 0.1%
113.568052	1	< 0.1%

Value	Count	Frequency (%)
128.917822	1	< 0.1%
128.917412	1	< 0.1%
128.875419	1	< 0.1%
128.857925	1	< 0.1%
128.85628	1	< 0.1%
128.841068	1	< 0.1%
128.812538	1	< 0.1%
128.79637	1	< 0.1%
128.78655	1	< 0.1%
128.777135	1	< 0.1%

Y
Real number (ℝ)

HIGH CORRELATION

Distinct	61903
Distinct (%)	47.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-31.842453

Minimum	-35.08765
Maximum	-10.449186
Zeros	0
Zeros (%)	0.0%
Negative	129547
Negative (%)	100.0%
Memory size	1012.2 KiB

Quantile statistics

Minimum	-35.08765
5-th percentile	-33.336035
Q1	-32.076102
median	-31.966486
Q3	-31.889587
95-th percentile	-31.597344
Maximum	-10.449186
Range	24.638464
Interquartile range (IQR)	0.186515

Descriptive statistics

Standard deviation	1.7225462
Coefficient of variation (CV)	-0.054095901
Kurtosis	44.585816
Mean	-31.842453
Median Absolute Deviation (MAD)	0.09425
Skewness	6.1723529
Sum	-4125094.3
Variance	2.9671654
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-31.670532	273	0.2%
-31.857112	238	0.2%
-32.062188	202	0.2%
-32.008137	169	0.1%
-32.088901	164	0.1%
-31.864203	161	0.1%
-32.026872	156	0.1%
-31.888965	152	0.1%
-32.065309	151	0.1%
-31.820966	151	0.1%
Other values (61893)	127730	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-35.08765	1	< 0.1%
-35.083258	1	< 0.1%
-35.08166	1	< 0.1%
-35.078825	1	< 0.1%
-35.075294	1	< 0.1%
-35.069633	1	< 0.1%
-35.068295	1	< 0.1%
-35.067451	1	< 0.1%
-35.065815	1	< 0.1%
-35.062846	1	< 0.1%

Value	Count	Frequency (%)
-10.449186	1	< 0.1%
-14.277027	1	< 0.1%
-14.291527	1	< 0.1%
-14.362412	1	< 0.1%
-14.409247	1	< 0.1%
-15.463731	1	< 0.1%
-15.471212	1	< 0.1%
-15.471334	1	< 0.1%
-15.485425	1	< 0.1%
-15.539414	1	< 0.1%

OBJECTID
Real number (ℝ)

HIGH CORRELATION UNIFORM UNIQUE

Distinct	129547
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	45751815

Minimum	45687042
Maximum	45816588
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1012.2 KiB

Quantile statistics

Minimum	45687042
5-th percentile	45693519
Q1	45719428
median	45751815
Q3	45784202
95-th percentile	45810111
Maximum	45816588
Range	129546
Interquartile range (IQR)	64773

Descriptive statistics

Standard deviation	37397.142
Coefficient of variation (CV)	0.00081739144
Kurtosis	-1.2
Mean	45751815
Median Absolute Deviation (MAD)	32387
Skewness	0
Sum	5.9270104 × 10¹²
Variance	1.3985462 × 10⁹
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45687042	1	< 0.1%
45773401	1	< 0.1%
45773414	1	< 0.1%
45773413	1	< 0.1%
45773412	1	< 0.1%
45773411	1	< 0.1%
45773410	1	< 0.1%
45773409	1	< 0.1%
45773408	1	< 0.1%
45773407	1	< 0.1%
Other values (129537)	129537	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
45687042	1	< 0.1%
45687043	1	< 0.1%
45687044	1	< 0.1%
45687045	1	< 0.1%
45687046	1	< 0.1%
45687047	1	< 0.1%
45687048	1	< 0.1%
45687049	1	< 0.1%
45687050	1	< 0.1%
45687051	1	< 0.1%

Value	Count	Frequency (%)
45816588	1	< 0.1%
45816587	1	< 0.1%
45816586	1	< 0.1%
45816585	1	< 0.1%
45816584	1	< 0.1%
45816583	1	< 0.1%
45816582	1	< 0.1%
45816581	1	< 0.1%
45816580	1	< 0.1%
45816579	1	< 0.1%

ACC_ID
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	129547
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10265707

Minimum	9675718
Maximum	11001714
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1012.2 KiB

Quantile statistics

Minimum	9675718
5-th percentile	9762582.3
Q1	9981088
median	10262045
Q3	10550649
95-th percentile	10766967
Maximum	11001714
Range	1325996
Interquartile range (IQR)	569561

Descriptive statistics

Standard deviation	325476.33
Coefficient of variation (CV)	0.031705203
Kurtosis	-1.2296515
Mean	10265707
Median Absolute Deviation (MAD)	284728
Skewness	0.00052544485
Sum	1.3298916 × 10¹²
Variance	1.0593484 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9747180	1	< 0.1%
10483878	1	< 0.1%
10483965	1	< 0.1%
10483958	1	< 0.1%
10483952	1	< 0.1%
10483946	1	< 0.1%
10483940	1	< 0.1%
10483934	1	< 0.1%
10483928	1	< 0.1%
10483918	1	< 0.1%
Other values (129537)	129537	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9675718	1	< 0.1%
9675749	1	< 0.1%
9675796	1	< 0.1%
9676124	1	< 0.1%
9676287	1	< 0.1%
9676293	1	< 0.1%
9676297	1	< 0.1%
9676302	1	< 0.1%
9676307	1	< 0.1%
9676315	1	< 0.1%

Value	Count	Frequency (%)
11001714	1	< 0.1%
10997214	1	< 0.1%
10991214	1	< 0.1%
10979019	1	< 0.1%
10972358	1	< 0.1%
10967888	1	< 0.1%
10964230	1	< 0.1%
10960561	1	< 0.1%
10960122	1	< 0.1%
10956091	1	< 0.1%

ROAD_NO
Text

Distinct	12427
Distinct (%)	9.6%
Missing	0
Missing (%)	0.0%
Memory size	1012.2 KiB

Length

Max length	7
Median length	7
Mean length	5.7701915
Min length	4

Characters and Unicode

Total characters	747511
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6700 ?
Unique (%)	5.2%

Sample

1st row	1050835
2nd row	H002
3rd row	1310334
4th row	H030
5th row	1250059

Value	Count	Frequency (%)
h015	3968	3.1%
h001	3723	2.9%
h016	3159	2.4%
h005	3142	2.4%
h017	2724	2.1%
h035	2617	2.0%
h002	2483	1.9%
h013	1864	1.4%
h012	1851	1.4%
h018	1603	1.2%
Other values (12417)	102413	79.1%

Most occurring characters

Value	Count	Frequency (%)
0	228186	30.5%
1	157836	21.1%
2	76157	10.2%
H	50339	6.7%
5	43905	5.9%
3	43063	5.8%
4	36656	4.9%
6	30139	4.0%
7	27855	3.7%
9	26220	3.5%
Other values (4)	27155	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	693856	92.8%
Uppercase Letter	53655	7.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	228186	32.9%
1	157836	22.7%
2	76157	11.0%
5	43905	6.3%
3	43063	6.2%
4	36656	5.3%
6	30139	4.3%
7	27855	4.0%
9	26220	3.8%
8	23839	3.4%

Uppercase Letter

Value	Count	Frequency (%)
H	50339	93.8%
M	2759	5.1%
Z	549	1.0%
P	8	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	693856	92.8%
Latin	53655	7.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	228186	32.9%
1	157836	22.7%
2	76157	11.0%
5	43905	6.3%
3	43063	6.2%
4	36656	5.3%
6	30139	4.3%
7	27855	4.0%
9	26220	3.8%
8	23839	3.4%

Latin

Value	Count	Frequency (%)
H	50339	93.8%
M	2759	5.1%
Z	549	1.0%
P	8	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	747511	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	228186	30.5%
1	157836	21.1%
2	76157	10.2%
H	50339	6.7%
5	43905	5.9%
3	43063	5.8%
4	36656	4.9%
6	30139	4.0%
7	27855	3.7%
9	26220	3.5%
Other values (4)	27155	3.6%

ROAD_NAME
Text

Distinct	10550
Distinct (%)	8.1%
Missing	0
Missing (%)	0.0%
Memory size	1012.2 KiB

Length

Max length	68
Median length	63
Mean length	12.798112
Min length	4

Characters and Unicode

Total characters	1657957
Distinct characters	73
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5516 ?
Unique (%)	4.3%

Sample

1st row	Litoria Dr
2nd row	Melville Mandurah Hwy
3rd row	Forrest Rd
4th row	Port Beach Rd
5th row	Alexander Dr

Value	Count	Frequency (%)
rd	35831	11.6%
hwy	29919	9.7%
st	26667	8.6%
fwy	10293	3.3%
av	9537	3.1%
dr	8243	2.7%
mitchell	4913	1.6%
kwinana	4645	1.5%
great	4340	1.4%
albany	4139	1.3%
Other values (7875)	171047	55.3%

Most occurring characters

Value	Count	Frequency (%)
	180028	10.9%
a	112331	6.8%
e	109334	6.6%
n	103463	6.2%
r	99921	6.0%
t	92833	5.6%
o	89994	5.4%
l	72504	4.4%
d	70299	4.2%
i	67910	4.1%
Other values (63)	659340	39.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1166309	70.3%
Uppercase Letter	301882	18.2%
Space Separator	180028	10.9%
Open Punctuation	4239	0.3%
Close Punctuation	4239	0.3%
Dash Punctuation	867	0.1%
Decimal Number	202	< 0.1%
Other Punctuation	191	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	112331	9.6%
e	109334	9.4%
n	103463	8.9%
r	99921	8.6%
t	92833	8.0%
o	89994	7.7%
l	72504	6.2%
d	70299	6.0%
i	67910	5.8%
y	61059	5.2%
Other values (16)	286661	24.6%

Uppercase Letter

Value	Count	Frequency (%)
R	47318	15.7%
S	41006	13.6%
H	36312	12.0%
M	21365	7.1%
A	18637	6.2%
W	16429	5.4%
F	14811	4.9%
B	14071	4.7%
C	12928	4.3%
G	11855	3.9%
Other values (16)	67150	22.2%

Decimal Number

Value	Count	Frequency (%)
1	49	24.3%
0	36	17.8%
5	36	17.8%
3	18	8.9%
4	17	8.4%
2	15	7.4%
9	15	7.4%
6	8	4.0%
7	6	3.0%
8	2	1.0%

Other Punctuation

Value	Count	Frequency (%)
.	89	46.6%
'	55	28.8%
&	35	18.3%
/	11	5.8%
:	1	0.5%

Open Punctuation

Value	Count	Frequency (%)
(	4238	> 99.9%
[	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	4238	> 99.9%
]	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	180028	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	867	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1468191	88.6%
Common	189766	11.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	112331	7.7%
e	109334	7.4%
n	103463	7.0%
r	99921	6.8%
t	92833	6.3%
o	89994	6.1%
l	72504	4.9%
d	70299	4.8%
i	67910	4.6%
y	61059	4.2%
Other values (42)	588543	40.1%

Common

Value	Count	Frequency (%)
	180028	94.9%
(	4238	2.2%
)	4238	2.2%
-	867	0.5%
.	89	< 0.1%
'	55	< 0.1%
1	49	< 0.1%
0	36	< 0.1%
5	36	< 0.1%
&	35	< 0.1%
Other values (11)	95	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1657957	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	180028	10.9%
a	112331	6.8%
e	109334	6.6%
n	103463	6.2%
r	99921	6.0%
t	92833	5.6%
o	89994	5.4%
l	72504	4.4%
d	70299	4.2%
i	67910	4.1%
Other values (63)	659340	39.8%

COMMON_ROAD_NAME
Text

Distinct	10607
Distinct (%)	8.2%
Missing	0
Missing (%)	0.0%
Memory size	1012.2 KiB

Length

Max length	68
Median length	64
Mean length	12.090315
Min length	5

Characters and Unicode

Total characters	1566264
Distinct characters	73
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5518 ?
Unique (%)	4.3%

Sample

1st row	Litoria Dr
2nd row	Rockingham Rd
3rd row	Forrest Rd
4th row	Curtin Av
5th row	Alexander Dr

Value	Count	Frequency (%)
rd	42719	14.2%
st	27926	9.3%
hwy	23276	7.7%
fwy	10274	3.4%
av	10217	3.4%
dr	9466	3.2%
mitchell	4913	1.6%
kwinana	4644	1.5%
great	4058	1.4%
to	3749	1.2%
Other values (7907)	159241	53.0%

Most occurring characters

Value	Count	Frequency (%)
	170937	10.9%
a	103201	6.6%
n	99256	6.3%
e	95592	6.1%
r	95112	6.1%
t	91144	5.8%
o	88796	5.7%
d	74883	4.8%
i	61344	3.9%
l	59740	3.8%
Other values (63)	626259	40.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1092186	69.7%
Uppercase Letter	293130	18.7%
Space Separator	170937	10.9%
Close Punctuation	4315	0.3%
Open Punctuation	4315	0.3%
Dash Punctuation	948	0.1%
Decimal Number	231	< 0.1%
Other Punctuation	202	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	103201	9.4%
n	99256	9.1%
e	95592	8.8%
r	95112	8.7%
t	91144	8.3%
o	88796	8.1%
d	74883	6.9%
i	61344	5.6%
l	59740	5.5%
y	52851	4.8%
Other values (16)	270267	24.7%

Uppercase Letter

Value	Count	Frequency (%)
R	53321	18.2%
S	42309	14.4%
H	29857	10.2%
A	18708	6.4%
M	16734	5.7%
F	14731	5.0%
W	14302	4.9%
B	14114	4.8%
C	12968	4.4%
D	11636	4.0%
Other values (16)	64450	22.0%

Decimal Number

Value	Count	Frequency (%)
1	60	26.0%
0	46	19.9%
5	38	16.5%
3	22	9.5%
2	18	7.8%
4	17	7.4%
9	15	6.5%
6	9	3.9%
7	4	1.7%
8	2	0.9%

Other Punctuation

Value	Count	Frequency (%)
.	95	47.0%
'	55	27.2%
&	36	17.8%
/	15	7.4%
:	1	0.5%

Close Punctuation

Value	Count	Frequency (%)
)	4314	> 99.9%
]	1	< 0.1%

Open Punctuation

Value	Count	Frequency (%)
(	4314	> 99.9%
[	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	170937	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	948	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1385316	88.4%
Common	180948	11.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	103201	7.4%
n	99256	7.2%
e	95592	6.9%
r	95112	6.9%
t	91144	6.6%
o	88796	6.4%
d	74883	5.4%
i	61344	4.4%
l	59740	4.3%
R	53321	3.8%
Other values (42)	562927	40.6%

Common

Value	Count	Frequency (%)
	170937	94.5%
)	4314	2.4%
(	4314	2.4%
-	948	0.5%
.	95	0.1%
1	60	< 0.1%
'	55	< 0.1%
0	46	< 0.1%
5	38	< 0.1%
&	36	< 0.1%
Other values (11)	105	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1566264	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	170937	10.9%
a	103201	6.6%
n	99256	6.3%
e	95592	6.1%
r	95112	6.1%
t	91144	5.8%
o	88796	5.7%
d	74883	4.8%
i	61344	3.9%
l	59740	3.8%
Other values (63)	626259	40.0%

CWAY
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1012.2 KiB

S	71703
L	45085
R	12759

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	129547
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	S
2nd row	R
3rd row	S
4th row	S
5th row	L

Common Values

Value	Count	Frequency (%)
S	71703	55.3%
L	45085	34.8%
R	12759	9.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
s	71703	55.3%
l	45085	34.8%
r	12759	9.8%

Most occurring characters

Value	Count	Frequency (%)
S	71703	55.3%
L	45085	34.8%
R	12759	9.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	129547	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
S	71703	55.3%
L	45085	34.8%
R	12759	9.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	129547	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
S	71703	55.3%
L	45085	34.8%
R	12759	9.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	129547	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
S	71703	55.3%
L	45085	34.8%
R	12759	9.8%

SLK
Real number (ℝ)

ZEROS

Distinct	8313
Distinct (%)	6.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.527288

Minimum	0
Maximum	3188.66
Zeros	3825
Zeros (%)	3.0%
Negative	0
Negative (%)	0.0%
Memory size	1012.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.06
Q1	0.5
median	1.91
Q3	7.85
95-th percentile	48.33
Maximum	3188.66
Range	3188.66
Interquartile range (IQR)	7.35

Descriptive statistics

Standard deviation	110.33246
Coefficient of variation (CV)	6.2948965
Kurtosis	384.42116
Mean	17.527288
Median Absolute Deviation (MAD)	1.72
Skewness	17.654492
Sum	2270607.6
Variance	12173.252
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3825	3.0%
0.1	888	0.7%
0.11	846	0.7%
0.09	837	0.6%
0.12	831	0.6%
0.06	814	0.6%
0.05	765	0.6%
0.08	753	0.6%
0.19	741	0.6%
0.07	731	0.6%
Other values (8303)	118516	91.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3825	3.0%
0.01	43	< 0.1%
0.02	457	0.4%
0.03	465	0.4%
0.04	617	0.5%
0.05	765	0.6%
0.06	814	0.6%
0.07	731	0.6%
0.08	753	0.6%
0.09	837	0.6%

Value	Count	Frequency (%)
3188.66	1	< 0.1%
3177.42	1	< 0.1%
3170.16	1	< 0.1%
3164.64	1	< 0.1%
3160.14	1	< 0.1%
3155.06	1	< 0.1%
3154.32	1	< 0.1%
3142.03	1	< 0.1%
3135	1	< 0.1%
3131.94	1	< 0.1%

INTERSECTION_NO
Real number (ℝ)

MISSING

Distinct	12981
Distinct (%)	18.9%
Missing	60975
Missing (%)	47.1%
Infinite	0
Infinite (%)	0.0%
Mean	60435.671

Minimum	1
Maximum	287343
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1012.2 KiB

Quantile statistics

Minimum	1
5-th percentile	4147
Q1	19110.75
median	50693
Q3	67701
95-th percentile	179002
Maximum	287343
Range	287342
Interquartile range (IQR)	48590.25

Descriptive statistics

Standard deviation	53896.287
Coefficient of variation (CV)	0.89179594
Kurtosis	2.9768502
Mean	60435.671
Median Absolute Deviation (MAD)	18294
Skewness	1.7139364
Sum	4.1441949 × 10⁹
Variance	2.9048097 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
228503	273	0.2%
3717	238	0.2%
43729	202	0.2%
4547	169	0.1%
43737	164	0.1%
4147	161	0.1%
4255	156	0.1%
55048	152	0.1%
90889	151	0.1%
47055	151	0.1%
Other values (12971)	66755	51.5%
(Missing)	60975	47.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3	< 0.1%
14	1	< 0.1%
48	2	< 0.1%
50	1	< 0.1%
62	1	< 0.1%
63	1	< 0.1%
66	2	< 0.1%
68	1	< 0.1%
69	2	< 0.1%
70	1	< 0.1%

Value	Count	Frequency (%)
287343	1	< 0.1%
287274	1	< 0.1%
287272	1	< 0.1%
287270	1	< 0.1%
287142	1	< 0.1%
287111	1	< 0.1%
287088	1	< 0.1%
287050	1	< 0.1%
286673	1	< 0.1%
286460	1	< 0.1%

INTERSECTION_DESC
Text

MISSING

Distinct	12770
Distinct (%)	18.6%
Missing	60975
Missing (%)	47.1%
Memory size	1012.2 KiB

Length

Max length	283
Median length	146
Mean length	35.583839
Min length	7

Characters and Unicode

Total characters	2440055
Distinct characters	73
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6495 ?
Unique (%)	9.5%

Sample

1st row	Forrest Rd & Gregory Av
2nd row	Alexander Dr & Rookwood St & Melrose Cr
3rd row	Karuah Wy & Hepburn Av
4th row	Albany Hwy & Kenwick Link & William St
5th row	North Rd & Barnesby Dr

Value	Count	Frequency (%)
	93812	18.7%
rd	51467	10.3%
st	42135	8.4%
hwy	23794	4.7%
av	15630	3.1%
dr	14806	3.0%
to	10012	2.0%
fwy	5241	1.0%
off	5038	1.0%
on	4256	0.8%
Other values (7607)	234928	46.9%

Most occurring characters

Value	Count	Frequency (%)
	432549	17.7%
e	140265	5.7%
o	135481	5.6%
t	132740	5.4%
r	132620	5.4%
a	131464	5.4%
n	128126	5.3%
d	105694	4.3%
&	93021	3.8%
l	86494	3.5%
Other values (63)	921601	37.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1502380	61.6%
Space Separator	432549	17.7%
Uppercase Letter	390285	16.0%
Other Punctuation	93537	3.8%
Open Punctuation	9974	0.4%
Close Punctuation	9974	0.4%
Dash Punctuation	970	< 0.1%
Decimal Number	386	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	140265	9.3%
o	135481	9.0%
t	132740	8.8%
r	132620	8.8%
a	131464	8.8%
n	128126	8.5%
d	105694	7.0%
l	86494	5.8%
i	80837	5.4%
y	57446	3.8%
Other values (16)	371213	24.7%

Uppercase Letter

Value	Count	Frequency (%)
R	67965	17.4%
S	62031	15.9%
H	35114	9.0%
A	27820	7.1%
M	22187	5.7%
B	21068	5.4%
W	20318	5.2%
D	18370	4.7%
C	17553	4.5%
L	13415	3.4%
Other values (16)	84444	21.6%

Decimal Number

Value	Count	Frequency (%)
1	88	22.8%
0	68	17.6%
6	51	13.2%
2	45	11.7%
7	37	9.6%
5	31	8.0%
4	21	5.4%
3	20	5.2%
9	16	4.1%
8	9	2.3%

Other Punctuation

Value	Count	Frequency (%)
&	93021	99.4%
:	257	0.3%
.	115	0.1%
/	96	0.1%
'	48	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	9973	> 99.9%
[	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	9973	> 99.9%
]	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	432549	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	970	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1892665	77.6%
Common	547390	22.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	140265	7.4%
o	135481	7.2%
t	132740	7.0%
r	132620	7.0%
a	131464	6.9%
n	128126	6.8%
d	105694	5.6%
l	86494	4.6%
i	80837	4.3%
R	67965	3.6%
Other values (42)	750979	39.7%

Common

Value	Count	Frequency (%)
	432549	79.0%
&	93021	17.0%
(	9973	1.8%
)	9973	1.8%
-	970	0.2%
:	257	< 0.1%
.	115	< 0.1%
/	96	< 0.1%
1	88	< 0.1%
0	68	< 0.1%
Other values (11)	280	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2440055	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	432549	17.7%
e	140265	5.7%
o	135481	5.6%
t	132740	5.4%
r	132620	5.4%
a	131464	5.4%
n	128126	5.3%
d	105694	4.3%
&	93021	3.8%
l	86494	3.5%
Other values (63)	921601	37.8%

LONGITUDE
Real number (ℝ)

HIGH CORRELATION

Distinct	60258
Distinct (%)	46.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	116.03808

Minimum	105.66151
Maximum	128.91782
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1012.2 KiB

Quantile statistics

Minimum	105.66151
5-th percentile	115.69315
Q1	115.79621
median	115.85523
Q3	115.93419
95-th percentile	116.83737
Maximum	128.91782
Range	23.256317
Interquartile range (IQR)	0.137972

Descriptive statistics

Standard deviation	1.0616833
Coefficient of variation (CV)	0.0091494393
Kurtosis	52.381959
Mean	116.03808
Median Absolute Deviation (MAD)	0.068805
Skewness	6.4837667
Sum	15032385
Variance	1.1271715
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
115.730422	273	0.2%
115.812809	238	0.2%
115.938151	202	0.2%
115.997043	169	0.1%
115.917819	164	0.1%
116.014046	161	0.1%
115.945186	156	0.1%
115.83769	153	0.1%
115.854355	151	0.1%
115.842203	151	0.1%
Other values (60248)	127729	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
105.661505	1	< 0.1%
113.402441	1	< 0.1%
113.457191	1	< 0.1%
113.532843	1	< 0.1%
113.534861	1	< 0.1%
113.538132	2	< 0.1%
113.540271	1	< 0.1%
113.552467	1	< 0.1%
113.56344	1	< 0.1%
113.568052	1	< 0.1%

Value	Count	Frequency (%)
128.917822	1	< 0.1%
128.917412	1	< 0.1%
128.875419	1	< 0.1%
128.857925	1	< 0.1%
128.85628	1	< 0.1%
128.841068	1	< 0.1%
128.812538	1	< 0.1%
128.79637	1	< 0.1%
128.78655	1	< 0.1%
128.777135	1	< 0.1%

LATITUDE
Real number (ℝ)

HIGH CORRELATION

Distinct	61903
Distinct (%)	47.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-31.842453

Minimum	-35.08765
Maximum	-10.449186
Zeros	0
Zeros (%)	0.0%
Negative	129547
Negative (%)	100.0%
Memory size	1012.2 KiB

Quantile statistics

Minimum	-35.08765
5-th percentile	-33.336035
Q1	-32.076102
median	-31.966486
Q3	-31.889587
95-th percentile	-31.597344
Maximum	-10.449186
Range	24.638464
Interquartile range (IQR)	0.186515

Descriptive statistics

Standard deviation	1.7225462
Coefficient of variation (CV)	-0.054095901
Kurtosis	44.585816
Mean	-31.842453
Median Absolute Deviation (MAD)	0.09425
Skewness	6.1723529
Sum	-4125094.3
Variance	2.9671654
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-31.670532	273	0.2%
-31.857112	238	0.2%
-32.062188	202	0.2%
-32.008137	169	0.1%
-32.088901	164	0.1%
-31.864203	161	0.1%
-32.026872	156	0.1%
-31.888965	152	0.1%
-32.065309	151	0.1%
-31.820966	151	0.1%
Other values (61893)	127730	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-35.08765	1	< 0.1%
-35.083258	1	< 0.1%
-35.08166	1	< 0.1%
-35.078825	1	< 0.1%
-35.075294	1	< 0.1%
-35.069633	1	< 0.1%
-35.068295	1	< 0.1%
-35.067451	1	< 0.1%
-35.065815	1	< 0.1%
-35.062846	1	< 0.1%

Value	Count	Frequency (%)
-10.449186	1	< 0.1%
-14.277027	1	< 0.1%
-14.291527	1	< 0.1%
-14.362412	1	< 0.1%
-14.409247	1	< 0.1%
-15.463731	1	< 0.1%
-15.471212	1	< 0.1%
-15.471334	1	< 0.1%
-15.485425	1	< 0.1%
-15.539414	1	< 0.1%

CRASH_DATE
Date

Distinct	1826
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	1012.2 KiB

Minimum	2018-01-01 00:00:00
Maximum	2022-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

CRASH_TIME
Real number (ℝ)

Distinct	1382
Distinct (%)	1.1%
Missing	111
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1334.4659

Minimum	0
Maximum	2359
Zeros	233
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	1012.2 KiB

Quantile statistics

Minimum	0
5-th percentile	615
Q1	950
median	1410
Q3	1700
95-th percentile	2045
Maximum	2359
Range	2359
Interquartile range (IQR)	750

Descriptive statistics

Standard deviation	465.53747
Coefficient of variation (CV)	0.34885678
Kurtosis	-0.33120419
Mean	1334.4659
Median Absolute Deviation (MAD)	320
Skewness	-0.27837512
Sum	1.7272792 × 10⁸
Variance	216725.13
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1530	2195	1.7%
1630	2157	1.7%
1600	1978	1.5%
1730	1948	1.5%
1700	1883	1.5%
1500	1881	1.5%
830	1591	1.2%
1800	1569	1.2%
1430	1562	1.2%
1230	1471	1.1%
Other values (1372)	111201	85.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	233	0.2%
1	11	< 0.1%
2	1	< 0.1%
3	5	< 0.1%
4	3	< 0.1%
5	72	0.1%
6	3	< 0.1%
7	1	< 0.1%
8	3	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
2359	21	< 0.1%
2358	1	< 0.1%
2357	3	< 0.1%
2356	4	< 0.1%
2355	63	< 0.1%
2354	2	< 0.1%
2353	4	< 0.1%
2352	2	< 0.1%
2351	1	< 0.1%
2350	92	0.1%

ACCIDENT_TYPE
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1012.2 KiB

Intersection	68560
Midblock	60986
Roads Open To Public Access	1

Length

Max length	27
Median length	12
Mean length	10.117062
Min length	8

Characters and Unicode

Total characters	1310635
Distinct characters	23
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	Midblock
2nd row	Midblock
3rd row	Intersection
4th row	Midblock
5th row	Intersection

Common Values

Value	Count	Frequency (%)
Intersection	68560	52.9%
Midblock	60986	47.1%
Roads Open To Public Access	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
intersection	68560	52.9%
midblock	60986	47.1%
roads	1	< 0.1%
open	1	< 0.1%
to	1	< 0.1%
public	1	< 0.1%
access	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
e	137122	10.5%
n	137121	10.5%
t	137120	10.5%
c	129549	9.9%
o	129548	9.9%
i	129547	9.9%
s	68563	5.2%
I	68560	5.2%
r	68560	5.2%
l	60987	4.7%
Other values (13)	243958	18.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1181080	90.1%
Uppercase Letter	129551	9.9%
Space Separator	4	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	137122	11.6%
n	137121	11.6%
t	137120	11.6%
c	129549	11.0%
o	129548	11.0%
i	129547	11.0%
s	68563	5.8%
r	68560	5.8%
l	60987	5.2%
b	60987	5.2%
Other values (5)	121976	10.3%

Uppercase Letter

Value	Count	Frequency (%)
I	68560	52.9%
M	60986	47.1%
R	1	< 0.1%
O	1	< 0.1%
T	1	< 0.1%
P	1	< 0.1%
A	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1310631	> 99.9%
Common	4	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	137122	10.5%
n	137121	10.5%
t	137120	10.5%
c	129549	9.9%
o	129548	9.9%
i	129547	9.9%
s	68563	5.2%
I	68560	5.2%
r	68560	5.2%
l	60987	4.7%
Other values (12)	243954	18.6%

Common

Value	Count	Frequency (%)
	4	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1310635	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	137122	10.5%
n	137121	10.5%
t	137120	10.5%
c	129549	9.9%
o	129548	9.9%
i	129547	9.9%
s	68563	5.2%
I	68560	5.2%
r	68560	5.2%
l	60987	4.7%
Other values (13)	243958	18.6%

SEVERITY
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1012.2 KiB

PDO Major	69880
PDO Minor	35727
Medical	16669
Hospital	6539
Fatal	732

Length

Max length	9
Median length	9
Mean length	8.6695794
Min length	5

Characters and Unicode

Total characters	1123118
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Hospital
2nd row	Medical
3rd row	PDO Minor
4th row	PDO Minor
5th row	Medical

Common Values

Value	Count	Frequency (%)
PDO Major	69880	53.9%
PDO Minor	35727	27.6%
Medical	16669	12.9%
Hospital	6539	5.0%
Fatal	732	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
pdo	105607	44.9%
major	69880	29.7%
minor	35727	15.2%
medical	16669	7.1%
hospital	6539	2.8%
fatal	732	0.3%

Most occurring characters

Value	Count	Frequency (%)
M	122276	10.9%
o	112146	10.0%
P	105607	9.4%
D	105607	9.4%
O	105607	9.4%
	105607	9.4%
r	105607	9.4%
a	94552	8.4%
j	69880	6.2%
i	58935	5.2%
Other values (10)	137294	12.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	571143	50.9%
Uppercase Letter	446368	39.7%
Space Separator	105607	9.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	112146	19.6%
r	105607	18.5%
a	94552	16.6%
j	69880	12.2%
i	58935	10.3%
n	35727	6.3%
l	23940	4.2%
e	16669	2.9%
d	16669	2.9%
c	16669	2.9%
Other values (3)	20349	3.6%

Uppercase Letter

Value	Count	Frequency (%)
M	122276	27.4%
P	105607	23.7%
D	105607	23.7%
O	105607	23.7%
H	6539	1.5%
F	732	0.2%

Space Separator

Value	Count	Frequency (%)
	105607	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1017511	90.6%
Common	105607	9.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	122276	12.0%
o	112146	11.0%
P	105607	10.4%
D	105607	10.4%
O	105607	10.4%
r	105607	10.4%
a	94552	9.3%
j	69880	6.9%
i	58935	5.8%
n	35727	3.5%
Other values (9)	101567	10.0%

Common

Value	Count	Frequency (%)
	105607	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1123118	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	122276	10.9%
o	112146	10.0%
P	105607	9.4%
D	105607	9.4%
O	105607	9.4%
	105607	9.4%
r	105607	9.4%
a	94552	8.4%
j	69880	6.2%
i	58935	5.2%
Other values (10)	137294	12.2%

EVENT_NATURE
Categorical

HIGH CORRELATION MISSING

Distinct	9
Distinct (%)	< 0.1%
Missing	7767
Missing (%)	6.0%
Memory size	1012.2 KiB

Rear End	53896
Right Angle	28084
Sideswipe Same Dirn	15419
Hit Object	9259
Right Turn Thru	7943
Other values (4)	7179

Length

Max length	19
Median length	15
Mean length	10.90496
Min length	7

Characters and Unicode

Total characters	1328006
Distinct characters	31
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Right Angle
2nd row	Rear End
3rd row	Right Angle
4th row	Non Collision
5th row	Rear End

Common Values

Value	Count	Frequency (%)
Rear End	53896	41.6%
Right Angle	28084	21.7%
Sideswipe Same Dirn	15419	11.9%
Hit Object	9259	7.1%
Right Turn Thru	7943	6.1%
Non Collision	3031	2.3%
Hit Pedestrian	1549	1.2%
Hit Animal	1312	1.0%
Head On	1287	1.0%
(Missing)	7767	6.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
rear	53896	20.2%
end	53896	20.2%
right	36027	13.5%
angle	28084	10.5%
sideswipe	15419	5.8%
same	15419	5.8%
dirn	15419	5.8%
hit	12120	4.5%
object	9259	3.5%
turn	7943	3.0%
Other values (7)	19440	7.3%

Most occurring characters

Value	Count	Frequency (%)
	145142	10.9%
e	141881	10.7%
n	115552	8.7%
i	103327	7.8%
R	89923	6.8%
r	86750	6.5%
a	73463	5.5%
d	72151	5.4%
g	64111	4.8%
t	58955	4.4%
Other values (21)	376751	28.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	915942	69.0%
Uppercase Letter	266922	20.1%
Space Separator	145142	10.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	141881	15.5%
n	115552	12.6%
i	103327	11.3%
r	86750	9.5%
a	73463	8.0%
d	72151	7.9%
g	64111	7.0%
t	58955	6.4%
h	43970	4.8%
l	35458	3.9%
Other values (9)	120324	13.1%

Uppercase Letter

Value	Count	Frequency (%)
R	89923	33.7%
E	53896	20.2%
S	30838	11.6%
A	29396	11.0%
T	15886	6.0%
D	15419	5.8%
H	13407	5.0%
O	10546	4.0%
N	3031	1.1%
C	3031	1.1%

Space Separator

Value	Count	Frequency (%)
	145142	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1182864	89.1%
Common	145142	10.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	141881	12.0%
n	115552	9.8%
i	103327	8.7%
R	89923	7.6%
r	86750	7.3%
a	73463	6.2%
d	72151	6.1%
g	64111	5.4%
t	58955	5.0%
E	53896	4.6%
Other values (20)	322855	27.3%

Common

Value	Count	Frequency (%)
	145142	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1328006	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	145142	10.9%
e	141881	10.7%
n	115552	8.7%
i	103327	7.8%
R	89923	6.8%
r	86750	6.5%
a	73463	5.5%
d	72151	5.4%
g	64111	4.8%
t	58955	4.4%
Other values (21)	376751	28.4%

EVENT_TYPE
Categorical

HIGH CORRELATION MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	95881
Missing (%)	74.0%
Memory size	1012.2 KiB

Involving Overtaking	11302
Involving Parking	9486
Entering / Leaving Driveway	8398
Involving Animal	2600
Involving Pedestrian	1880

Length

Max length	27
Median length	20
Mean length	20.591933
Min length	16

Characters and Unicode

Total characters	693248
Distinct characters	25
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Entering / Leaving Driveway
2nd row	Involving Overtaking
3rd row	Entering / Leaving Driveway
4th row	Involving Animal
5th row	Involving Animal

Common Values

Value	Count	Frequency (%)
Involving Overtaking	11302	8.7%
Involving Parking	9486	7.3%
Entering / Leaving Driveway	8398	6.5%
Involving Animal	2600	2.0%
Involving Pedestrian	1880	1.5%
(Missing)	95881	74.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
involving	25268	30.0%
overtaking	11302	13.4%
parking	9486	11.3%
entering	8398	10.0%
	8398	10.0%
leaving	8398	10.0%
driveway	8398	10.0%
animal	2600	3.1%
pedestrian	1880	2.2%

Most occurring characters

Value	Count	Frequency (%)
n	100998	14.6%
v	78634	11.3%
i	75730	10.9%
g	62852	9.1%
	50462	7.3%
a	42064	6.1%
e	40256	5.8%
r	39464	5.7%
l	27868	4.0%
I	25268	3.6%
Other values (15)	149652	21.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	558658	80.6%
Uppercase Letter	75730	10.9%
Space Separator	50462	7.3%
Other Punctuation	8398	1.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	100998	18.1%
v	78634	14.1%
i	75730	13.6%
g	62852	11.3%
a	42064	7.5%
e	40256	7.2%
r	39464	7.1%
l	27868	5.0%
o	25268	4.5%
t	21580	3.9%
Other values (6)	43944	7.9%

Uppercase Letter

Value	Count	Frequency (%)
I	25268	33.4%
P	11366	15.0%
O	11302	14.9%
E	8398	11.1%
L	8398	11.1%
D	8398	11.1%
A	2600	3.4%

Space Separator

Value	Count	Frequency (%)
	50462	100.0%

Other Punctuation

Value	Count	Frequency (%)
/	8398	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	634388	91.5%
Common	58860	8.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	100998	15.9%
v	78634	12.4%
i	75730	11.9%
g	62852	9.9%
a	42064	6.6%
e	40256	6.3%
r	39464	6.2%
l	27868	4.4%
I	25268	4.0%
o	25268	4.0%
Other values (13)	115986	18.3%

Common

Value	Count	Frequency (%)
	50462	85.7%
/	8398	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	693248	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	100998	14.6%
v	78634	11.3%
i	75730	10.9%
g	62852	9.1%
	50462	7.3%
a	42064	6.1%
e	40256	5.8%
r	39464	5.7%
l	27868	4.0%
I	25268	3.6%
Other values (15)	149652	21.6%

TOTAL_BIKE_INVOLVED
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.021474832

Minimum	0
Maximum	9
Zeros	126868
Zeros (%)	97.9%
Negative	0
Negative (%)	0.0%
Memory size	1012.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.15304325
Coefficient of variation (CV)	7.1266333
Kurtosis	181.28857
Mean	0.021474832
Median Absolute Deviation (MAD)	0
Skewness	9.2496915
Sum	2782
Variance	0.023422236
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0	126868	97.9%
1	2598	2.0%
2	69	0.1%
3	10	< 0.1%
7	1	< 0.1%
9	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	126868	97.9%
1	2598	2.0%
2	69	0.1%
3	10	< 0.1%
7	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
9	1	< 0.1%
7	1	< 0.1%
3	10	< 0.1%
2	69	0.1%
1	2598	2.0%
0	126868	97.9%

TOTAL_TRUCK_INVOLVED
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1012.2 KiB

0	124820
1	4616
2	111

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	129547
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	124820	96.4%
1	4616	3.6%
2	111	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	124820	96.4%
1	4616	3.6%
2	111	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	124820	96.4%
1	4616	3.6%
2	111	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	129547	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	124820	96.4%
1	4616	3.6%
2	111	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	129547	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	124820	96.4%
1	4616	3.6%
2	111	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	129547	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	124820	96.4%
1	4616	3.6%
2	111	0.1%

TOTAL_HEAVY_TRUCK_INVOLVED
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1012.2 KiB

0	127249
1	2218
2	78
3	2

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	129547
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	127249	98.2%
1	2218	1.7%
2	78	0.1%
3	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	127249	98.2%
1	2218	1.7%
2	78	0.1%
3	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	127249	98.2%
1	2218	1.7%
2	78	0.1%
3	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	129547	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	127249	98.2%
1	2218	1.7%
2	78	0.1%
3	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	129547	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	127249	98.2%
1	2218	1.7%
2	78	0.1%
3	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	129547	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	127249	98.2%
1	2218	1.7%
2	78	0.1%
3	2	< 0.1%

TOTAL_MOTOR_CYCLE_INVOLVED
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1012.2 KiB

0	125022
1	4424
2	96
3	5

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	129547
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	125022	96.5%
1	4424	3.4%
2	96	0.1%
3	5	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	125022	96.5%
1	4424	3.4%
2	96	0.1%
3	5	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	125022	96.5%
1	4424	3.4%
2	96	0.1%
3	5	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	129547	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	125022	96.5%
1	4424	3.4%
2	96	0.1%
3	5	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	129547	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	125022	96.5%
1	4424	3.4%
2	96	0.1%
3	5	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	129547	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	125022	96.5%
1	4424	3.4%
2	96	0.1%
3	5	< 0.1%

TOTAL_OTHER_VEHICLES_INVOLVED
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6334998

Minimum	0
Maximum	8
Zeros	8156
Zeros (%)	6.3%
Negative	0
Negative (%)	0.0%
Memory size	1012.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	2
Q3	2
95-th percentile	2
Maximum	8
Range	8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.70411439
Coefficient of variation (CV)	0.43104651
Kurtosis	1.445121
Mean	1.6334998
Median Absolute Deviation (MAD)	0
Skewness	-0.20350962
Sum	211615
Variance	0.49577708
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
2	76321	58.9%
1	38691	29.9%
0	8156	6.3%
3	5435	4.2%
4	781	0.6%
5	133	0.1%
6	24	< 0.1%
7	4	< 0.1%
8	2	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8156	6.3%
1	38691	29.9%
2	76321	58.9%
3	5435	4.2%
4	781	0.6%
5	133	0.1%
6	24	< 0.1%
7	4	< 0.1%
8	2	< 0.1%

Value	Count	Frequency (%)
8	2	< 0.1%
7	4	< 0.1%
6	24	< 0.1%
5	133	0.1%
4	781	0.6%
3	5435	4.2%
2	76321	58.9%
1	38691	29.9%
0	8156	6.3%

TOTAL_PEDESTRIANS_INVOLVED
Categorical

IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1012.2 KiB

0	127427
1	1958
2	145
3	15
4	2

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	129547
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	127427	98.4%
1	1958	1.5%
2	145	0.1%
3	15	< 0.1%
4	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	127427	98.4%
1	1958	1.5%
2	145	0.1%
3	15	< 0.1%
4	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	127427	98.4%
1	1958	1.5%
2	145	0.1%
3	15	< 0.1%
4	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	129547	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	127427	98.4%
1	1958	1.5%
2	145	0.1%
3	15	< 0.1%
4	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	129547	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	127427	98.4%
1	1958	1.5%
2	145	0.1%
3	15	< 0.1%
4	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	129547	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	127427	98.4%
1	1958	1.5%
2	145	0.1%
3	15	< 0.1%
4	2	< 0.1%

Auto

Heatmap
Table

	ACCIDENT_TYPE	ACC_ID	CRASH_TIME	CWAY	EVENT_NATURE	EVENT_TYPE	INTERSECTION_NO	LATITUDE	LONGITUDE	OBJECTID	SEVERITY	SLK	TOTAL_BIKE_INVOLVED	TOTAL_HEAVY_TRUCK_INVOLVED	TOTAL_MOTOR_CYCLE_INVOLVED	TOTAL_OTHER_VEHICLES_INVOLVED	TOTAL_PEDESTRIANS_INVOLVED	TOTAL_TRUCK_INVOLVED	X	Y
ACCIDENT_TYPE	1.000	-0.007	-0.010	0.267	0.272	0.399	0.004	-0.003	0.053	-0.000	0.073	0.002	-0.016	0.041	0.005	-0.139	0.035	0.038	0.053	-0.003
ACC_ID	-0.007	1.000	-0.008	0.014	0.020	0.020	0.017	-0.001	-0.004	0.954	0.030	0.010	-0.006	0.013	0.009	-0.025	0.000	0.004	-0.004	-0.001
CRASH_TIME	-0.010	-0.008	1.000	0.081	0.123	0.177	-0.004	0.001	0.007	-0.007	0.052	-0.039	-0.035	0.030	0.008	0.026	0.017	0.062	0.007	0.001
CWAY	0.267	0.014	0.081	1.000	0.252	0.371	0.062	0.009	0.073	-0.005	0.057	-0.396	0.060	0.025	0.028	-0.148	0.034	0.020	0.073	0.009
EVENT_NATURE	0.272	0.020	0.123	0.252	1.000	0.734	0.037	0.016	-0.050	0.006	0.186	-0.138	0.087	0.080	0.129	0.192	0.435	0.067	-0.050	0.016
EVENT_TYPE	0.399	0.020	0.177	0.371	0.734	1.000	0.039	0.024	-0.058	-0.010	0.212	-0.189	-0.118	0.092	0.042	-0.043	0.423	0.075	-0.058	0.024
INTERSECTION_NO	0.004	0.017	-0.004	0.062	0.037	0.039	1.000	0.143	-0.107	0.019	0.012	-0.240	0.033	0.029	0.018	-0.038	0.006	0.019	-0.107	0.143
LATITUDE	-0.003	-0.001	0.001	0.009	0.016	0.024	0.143	1.000	0.051	-0.003	0.070	-0.057	0.003	0.052	0.020	0.015	0.015	0.007	0.051	1.000
LONGITUDE	0.053	-0.004	0.007	0.073	-0.050	-0.058	-0.107	0.051	1.000	-0.004	0.062	0.078	-0.039	0.050	0.014	-0.049	0.013	0.003	1.000	0.051
OBJECTID	-0.000	0.954	-0.007	-0.005	0.006	-0.010	0.019	-0.003	-0.004	1.000	0.026	0.004	-0.012	0.012	0.012	-0.106	0.008	0.014	-0.004	-0.003
SEVERITY	0.073	0.030	0.052	0.057	0.186	0.212	0.012	0.070	0.062	0.026	1.000	-0.100	0.013	0.026	0.135	-0.013	0.085	0.014	-0.016	-0.010
SLK	0.002	0.010	-0.039	-0.396	-0.138	-0.189	-0.240	-0.057	0.078	0.004	-0.100	1.000	-0.068	0.092	0.009	0.006	0.000	0.014	0.078	-0.057
TOTAL_BIKE_INVOLVED	-0.016	-0.006	-0.035	0.060	0.087	-0.118	0.033	0.003	-0.039	-0.012	0.013	-0.068	1.000	0.006	0.010	-0.186	0.007	0.011	-0.039	0.003
TOTAL_HEAVY_TRUCK_INVOLVED	0.041	0.013	0.030	0.025	0.080	0.092	0.029	0.052	0.050	0.012	0.026	0.092	0.006	1.000	0.010	-0.169	0.000	0.000	0.059	-0.005
TOTAL_MOTOR_CYCLE_INVOLVED	0.005	0.009	0.008	0.028	0.129	0.042	0.018	0.020	0.014	0.012	0.135	0.009	0.010	0.010	1.000	-0.263	0.000	0.015	0.008	-0.008
TOTAL_OTHER_VEHICLES_INVOLVED	-0.139	-0.025	0.026	-0.148	0.192	-0.043	-0.038	0.015	-0.049	-0.106	-0.013	0.006	-0.186	-0.169	-0.263	1.000	0.073	0.176	-0.049	0.015
TOTAL_PEDESTRIANS_INVOLVED	0.035	0.000	0.017	0.034	0.435	0.423	0.006	0.015	0.013	0.008	0.085	0.000	0.007	0.000	0.000	0.073	1.000	0.000	-0.004	0.010
TOTAL_TRUCK_INVOLVED	0.038	0.004	0.062	0.020	0.067	0.075	0.019	0.007	0.003	0.014	0.014	0.014	0.011	0.000	0.015	0.176	0.000	1.000	0.024	-0.004
X	0.053	-0.004	0.007	0.073	-0.050	-0.058	-0.107	0.051	1.000	-0.004	-0.016	0.078	-0.039	0.059	0.008	-0.049	-0.004	0.024	1.000	0.051
Y	-0.003	-0.001	0.001	0.009	0.016	0.024	0.143	1.000	0.051	-0.003	-0.010	-0.057	0.003	-0.005	-0.008	0.015	0.010	-0.004	0.051	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	X	Y	OBJECTID	ACC_ID	ROAD_NO	ROAD_NAME	COMMON_ROAD_NAME	CWAY	SLK	INTERSECTION_NO	INTERSECTION_DESC	LONGITUDE	LATITUDE	CRASH_DATE	CRASH_TIME	ACCIDENT_TYPE	SEVERITY	EVENT_NATURE	EVENT_TYPE	TOTAL_TRUCK_INVOLVED	TOTAL_MOTOR_CYCLE_INVOLVED	TOTAL_OTHER_VEHICLES_INVOLVED	TOTAL_PEDESTRIANS_INVOLVED
0	115.862061	-32.198447	45687042	9747180	1050835	Litoria Dr	Litoria Dr	S	0.05	NaN	NaN	115.862061	-32.198447	07/03/2018	925.0	Midblock	Hospital	Right Angle	Entering / Leaving Driveway	1	0	1	0
1	115.793506	-32.177619	45687043	9747186	H002	Melville Mandurah Hwy	Rockingham Rd	R	14.77	NaN	NaN	115.793506	-32.177619	02/03/2018	605.0	Midblock	Medical	Rear End	NaN	0	0	2	0
2	115.764571	-31.801235	45687044	9747192	1310334	Forrest Rd	Forrest Rd	S	0.96	61194.0	Forrest Rd & Gregory Av	115.764571	-31.801235	12/03/2018	850.0	Intersection	PDO Minor	Right Angle	NaN	0	0	2	0
3	115.751701	-32.023429	45687045	9747198	H030	Port Beach Rd	Curtin Av	S	2.78	NaN	NaN	115.751701	-32.023429	12/03/2018	1715.0	Midblock	PDO Minor	Non Collision	NaN	0	1	0	0
4	115.860813	-31.923214	45687046	9747202	1250059	Alexander Dr	Alexander Dr	L	0.12	55288.0	Alexander Dr & Rookwood St & Melrose Cr	115.860813	-31.923214	12/03/2018	830.0	Intersection	Medical	Rear End	NaN	0	0	1	0
5	115.793547	-31.820322	45687047	9747208	1311900	Hepburn Av	Hepburn Av	L	2.70	62202.0	Karuah Wy & Hepburn Av	115.793547	-31.820322	12/03/2018	915.0	Intersection	PDO Major	Rear End	NaN	0	0	2	0
6	115.801072	-31.866624	45687048	9747214	H016	Mitchell Fwy	Mitchell Fwy	L	12.66	NaN	NaN	115.801072	-31.866624	09/03/2018	1600.0	Midblock	Medical	Rear End	NaN	0	0	2	0
7	115.949373	-32.027497	45687049	9747220	H001	Albany Hwy	Albany Hwy	L	10.16	4149.0	Albany Hwy & Kenwick Link & William St	115.949373	-32.027497	11/03/2018	1000.0	Intersection	PDO Minor	Rear End	NaN	0	0	2	0
8	115.928875	-32.014893	45687050	9747226	H001	Albany Hwy	Albany Hwy	L	7.67	NaN	NaN	115.928875	-32.014893	08/03/2018	1330.0	Midblock	Medical	Sideswipe Same Dirn	Involving Overtaking	0	0	2	0
9	115.711947	-31.689131	45687051	9747232	1104002	Tunis Ct	Tunis Ct	S	0.06	NaN	NaN	115.711947	-31.689131	07/03/2018	1730.0	Midblock	Medical	Right Angle	Entering / Leaving Driveway	0	0	2	1

	X	Y	OBJECTID	ACC_ID	ROAD_NO	ROAD_NAME	COMMON_ROAD_NAME	CWAY	SLK	INTERSECTION_NO	INTERSECTION_DESC	LONGITUDE	LATITUDE	CRASH_DATE	CRASH_TIME	ACCIDENT_TYPE	SEVERITY	EVENT_NATURE	EVENT_TYPE
129537	115.808460	-32.246028	45816579	10308968	1050071	Brookes Wy	Brookes Wy	S	0.22	NaN	NaN	115.808460	-32.246028	27/09/2020	1230.0	Midblock	PDO Major	NaN	Involving Parking
129538	115.778897	-32.475026	45816580	10727584	2121888	Stock Rd	Stock Rd	S	0.14	NaN	NaN	115.778897	-32.475026	28/06/2022	2330.0	Midblock	Hospital	Non Collision	NaN
129539	115.998708	-32.150005	45816581	10844053	1010212	Gribble Av	Gribble Av	S	0.43	NaN	NaN	115.998708	-32.150005	27/08/2022	300.0	Midblock	PDO Major	Hit Object	NaN
129540	123.637793	-17.310916	45816582	10566706	0030064	Heytesbury St	Heytesbury St	S	0.69	18752.0	Heytesbury St & Knowsley St West	123.637793	-17.310916	07/10/2021	800.0	Intersection	Hospital	Right Angle	NaN
129541	115.853979	-31.905670	45816583	9861203	1250063	Latrobe St	Latrobe St	S	0.51	55339.0	Latrobe St & Wellington Pde	115.853979	-31.905670	02/09/2018	400.0	Intersection	PDO Minor	Hit Object	NaN
129542	115.657595	-33.343550	45816584	9973676	2040276	Scott Cr	Scott Cr	S	0.08	NaN	NaN	115.657595	-33.343550	14/04/2019	15.0	Midblock	PDO Minor	NaN	NaN
129543	115.808759	-31.762667	45816585	10475043	H035	Wanneroo Rd	Wanneroo Rd	L	20.50	14007.0	Wanneroo Rd & Elliot Rd	115.808759	-31.762667	22/05/2021	1750.0	Intersection	PDO Major	Right Angle	NaN
129544	121.066952	-33.768264	45816586	10606798	H008	South Coast Hwy	South Coast Hwy	S	391.26	NaN	NaN	121.066952	-33.768264	09/12/2021	1800.0	Midblock	PDO Major	Hit Object	NaN
129545	115.762603	-31.820368	45816587	10376237	1312040	Corcoran St	Corcoran St	S	0.24	NaN	NaN	115.762603	-31.820368	27/12/2020	2120.0	Midblock	PDO Minor	Hit Object	NaN
129546	115.937181	-31.940511	45816588	10263967	1130014	Epsom Av	Epsom Av	S	1.14	NaN	NaN	115.937181	-31.940511	06/07/2020	400.0	Midblock	PDO Major	Hit Object	NaN

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Open Punctuation

Close Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Open Punctuation

Close Punctuation

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block